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Knob 2 of 5

Model

Which brain is doing the work.

PhDOpus · GPT-5.4
Cost
Speed
Reach

· Novel or ambiguous

· Subtle judgment

· High-stakes output

WorkhorseSonnet
Cost
Speed
Reach

· Well-defined work

· Fast iteration

· Most of your day

Rule of thumb

Default to the Workhorse. You'll be surprised how often it's enough. Reach for the PhD when you hit a wall — not as a starting point. Every prompt is an opportunity to ask: does this actually need the smartest model in the building?

Hire the senior engineer by default. Reserve the PhD for truly hard problems.